$ANOVA
Analysis of Variance Table
Response: yield
Df Sum Sq Mean Sq F value Pr(>F)
replication 1 0.600 0.6000 0.2983 0.595827
Genotype.unadj 29 130.933 4.5149 2.2450 0.078789 .
block/replication 18 171.278 9.5154 4.7315 0.005883 **
Residual 11 22.122 2.0111
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
$method
[1] "Variances component model"
$parameters
test name.t treatments blockSize blocks r alpha
PBIB-lsd Genotype 30 3 10 2 0.05
$statistics
Efficiency Mean CV
0.6170213 4.533333 31.28236
$model
Call:
lm(formula = modelo)
Coefficients:
(Intercept) replication2 trt.adjgen02
6.18553 1.34091 -2.04151
trt.adjgen03 trt.adjgen04 trt.adjgen05
-2.34498 -3.16077 -1.98708
trt.adjgen06 trt.adjgen07 trt.adjgen08
-2.97703 -4.05598 -1.21435
trt.adjgen09 trt.adjgen10 trt.adjgen11
-0.09151 1.65407 -0.97703
trt.adjgen12 trt.adjgen13 trt.adjgen14
-2.34211 -3.38804 -2.44151
trt.adjgen15 trt.adjgen16 trt.adjgen17
-1.89151 -0.49474 -1.08565
trt.adjgen18 trt.adjgen19 trt.adjgen20
-0.19151 -0.29151 -3.93301
trt.adjgen21 trt.adjgen22 trt.adjgen23
-3.13828 -1.34151 -2.61866
trt.adjgen24 trt.adjgen25 trt.adjgen26
-3.04737 -2.09091 -1.14151
trt.adjgen27 trt.adjgen28 trt.adjgen29
-1.49151 -2.07225 -1.55598
trt.adjgen30 replication1:block.adj2 replication2:block.adj2
-1.74151 2.60957 NA
replication1:block.adj3 replication2:block.adj3 replication1:block.adj4
1.02656 NA 0.72895
replication2:block.adj4 replication1:block.adj5 replication2:block.adj5
NA -2.09187 NA
replication1:block.adj6 replication2:block.adj6 replication1:block.adj7
-0.75789 NA 4.02010
replication2:block.adj7 replication1:block.adj8 replication2:block.adj8
NA 1.29641 NA
replication1:block.adj9 replication2:block.adj9 replication1:block.adj10
-1.82895 NA -2.69306
replication2:block.adj10 replication1:block.adj11 replication2:block.adj11
NA NA -4.75789
replication1:block.adj12 replication2:block.adj12 replication1:block.adj13
NA -0.52536 NA
replication2:block.adj13 replication1:block.adj14 replication2:block.adj14
0.26148 NA -1.83708
replication1:block.adj15 replication2:block.adj15 replication1:block.adj16
NA -3.45550 NA
replication2:block.adj16 replication1:block.adj17 replication2:block.adj17
-3.74904 NA 0.22895
replication1:block.adj18 replication2:block.adj18 replication1:block.adj19
NA 0.06411 NA
replication2:block.adj19 replication1:block.adj20 replication2:block.adj20
0.67105 NA NA
$Fstat
Fit Statistics
AIC 210.4067
BIC 315.1239
$comparison
Difference stderr pvalue
gen01 - gen02 2.844182738 1.994508 0.1816
gen01 - gen03 3.022107503 1.982955 0.1558
gen01 - gen04 2.933514780 1.826158 0.1364
gen01 - gen05 2.466200458 1.914426 0.2242
gen01 - gen06 3.110647497 1.914426 0.1324
gen01 - gen07 4.443170996 1.955002 0.0440
gen01 - gen08 1.542383689 1.963311 0.4486
gen01 - gen09 0.268575895 1.945005 0.8926
gen01 - gen10 -1.016859362 1.875113 0.5984
gen01 - gen11 1.821600053 1.963311 0.3734
gen01 - gen12 3.088424622 1.990728 0.1490
gen01 - gen13 3.945082729 1.984825 0.0724
gen01 - gen14 2.624133378 1.852361 0.1842
gen01 - gen15 2.777144357 1.994508 0.1914
gen01 - gen16 0.961567504 1.628410 0.5668
gen01 - gen17 1.547711475 1.982955 0.4516
gen01 - gen18 0.623007494 1.981614 0.7592
gen01 - gen19 0.014562743 1.608895 0.9930
gen01 - gen20 3.974287336 1.769964 0.0462
gen01 - gen21 3.305734630 1.826158 0.0976
gen01 - gen22 2.141763555 1.945005 0.2944
gen01 - gen23 2.692199078 1.955002 0.1958
gen01 - gen24 3.695439754 1.984825 0.0896
gen01 - gen25 3.032902472 1.989952 0.1558
gen01 - gen26 1.459724593 1.608895 0.3838
gen01 - gen27 1.807577541 1.852361 0.3502
gen01 - gen28 2.205181341 1.628410 0.2028
gen01 - gen29 1.782061776 1.875113 0.3624
gen01 - gen30 1.966006872 1.981614 0.3424
gen02 - gen03 0.177924765 1.608895 0.9140
gen02 - gen04 0.089332042 1.994508 0.9650
gen02 - gen05 -0.377982279 1.945005 0.8494
gen02 - gen06 0.266464759 1.981614 0.8954
gen02 - gen07 1.598988258 1.852361 0.4064
gen02 - gen08 -1.301799049 1.945005 0.5172
gen02 - gen09 -2.575606843 1.975553 0.2190
gen02 - gen10 -3.861042100 1.945005 0.0726
gen02 - gen11 -1.022582685 1.852361 0.5920
gen02 - gen12 0.244241885 1.608895 0.8820
gen02 - gen13 1.100899991 1.608895 0.5080
gen02 - gen14 -0.220049360 1.995995 0.9142
gen02 - gen15 -0.067038381 1.788631 0.9708
gen02 - gen16 -1.882615234 1.981614 0.3624
gen02 - gen17 -1.296471263 1.852361 0.4986
gen02 - gen18 -2.221175244 1.788631 0.2402
gen02 - gen19 -2.829619995 2.001335 0.1850
gen02 - gen20 1.130104598 1.994508 0.5824
gen02 - gen21 0.461551892 1.981614 0.8202
gen02 - gen22 -0.702419183 1.922628 0.7218
gen02 - gen23 -0.151983660 1.945005 0.9392
gen02 - gen24 0.851257016 1.852361 0.6548
gen02 - gen25 0.188719734 1.608895 0.9088
gen02 - gen26 -1.384458145 1.995995 0.5024
gen02 - gen27 -1.036605197 1.975553 0.6102
gen02 - gen28 -0.639001397 1.994508 0.7546
gen02 - gen29 -1.062120962 1.981614 0.6026
gen02 - gen30 -0.878175866 1.922628 0.6568
gen03 - gen04 -0.088592723 1.990728 0.9654
gen03 - gen05 -0.555907045 1.914426 0.7770
gen03 - gen06 0.088539994 1.984825 0.9652
gen03 - gen07 1.421063493 1.628410 0.4014
gen03 - gen08 -1.479723814 1.963311 0.4668
gen03 - gen09 -2.753531608 1.981614 0.1922
gen03 - gen10 -4.038966865 1.875113 0.0542
gen03 - gen11 -1.200507450 1.826158 0.5244
gen03 - gen12 0.066317119 1.826158 0.9716
gen03 - gen13 0.922975226 1.769964 0.6124
gen03 - gen14 -0.397974125 1.994508 0.8454
gen03 - gen15 -0.244963146 1.852361 0.8972
gen03 - gen16 -2.060539999 1.955002 0.3144
gen03 - gen17 -1.474396028 1.875113 0.4484
gen03 - gen18 -2.399100009 1.608895 0.1640
gen03 - gen19 -3.007544760 1.994508 0.1598
gen03 - gen20 0.952179833 1.984825 0.6408
gen03 - gen21 0.283627127 1.963311 0.8878
gen03 - gen22 -0.880343948 1.852361 0.6440
gen03 - gen23 -0.329908425 1.955002 0.8690
gen03 - gen24 0.673332250 1.914426 0.7316
gen03 - gen25 0.010794969 1.628410 0.9948
gen03 - gen26 -1.562382910 1.981614 0.4470
gen03 - gen27 -1.214529962 1.945005 0.5450
gen03 - gen28 -0.816926162 1.989952 0.6894
gen03 - gen29 -1.240045727 1.982955 0.5444
gen03 - gen30 -1.056100631 1.945005 0.5980
gen04 - gen05 -0.467314321 1.955002 0.8154
gen04 - gen06 0.177132717 1.628410 0.9154
gen04 - gen07 1.509656216 1.984825 0.4628
gen04 - gen08 -1.391131091 1.875113 0.4736
gen04 - gen09 -2.664938885 1.852361 0.1780
gen04 - gen10 -3.950374142 1.963311 0.0694
gen04 - gen11 -1.111914727 1.982955 0.5862
gen04 - gen12 0.154909843 1.982955 0.9392
gen04 - gen13 1.011567949 1.989952 0.6212
gen04 - gen14 -0.309381402 1.608895 0.8510
gen04 - gen15 -0.156370423 1.981614 0.9386
gen04 - gen16 -1.971947275 1.914426 0.3252
gen04 - gen17 -1.385803305 1.963311 0.4950
gen04 - gen18 -2.310507285 1.994508 0.2712
gen04 - gen19 -2.918952037 1.608895 0.0970
gen04 - gen20 1.040772556 1.628410 0.5358
gen04 - gen21 0.372219851 1.875113 0.8462
gen04 - gen22 -0.791751225 1.981614 0.6972
gen04 - gen23 -0.241315701 1.914426 0.9020
gen04 - gen24 0.761924974 1.955002 0.7042
gen04 - gen25 0.099387692 1.984825 0.9610
gen04 - gen26 -1.473790187 1.852361 0.4430
gen04 - gen27 -1.125937238 1.945005 0.5744
gen04 - gen28 -0.728333438 1.769964 0.6886
gen04 - gen29 -1.151453003 1.826158 0.5412
gen04 - gen30 -0.967507908 1.945005 0.6286
gen05 - gen06 0.644447038 1.982955 0.7512
gen05 - gen07 1.976970538 1.826158 0.3022
gen05 - gen08 -0.923816770 1.989952 0.6516
gen05 - gen09 -2.197624563 1.994508 0.2940
gen05 - gen10 -3.483059821 1.769964 0.0748
gen05 - gen11 -0.644600406 1.628410 0.6998
gen05 - gen12 0.622224164 1.955002 0.7562
gen05 - gen13 1.478882271 1.875113 0.4470
gen05 - gen14 0.157932920 1.981614 0.9380
gen05 - gen15 0.310943898 1.981614 0.8782
gen05 - gen16 -1.504632954 1.826158 0.4274
gen05 - gen17 -0.918488984 1.984825 0.6526
gen05 - gen18 -1.843192964 1.852361 0.3410
gen05 - gen19 -2.451637716 1.945005 0.2336
gen05 - gen20 1.508086877 1.875113 0.4382
gen05 - gen21 0.839534172 1.628410 0.6164
gen05 - gen22 -0.324436904 1.608895 0.8438
gen05 - gen23 0.225998620 1.990728 0.9116
gen05 - gen24 1.229239295 1.982955 0.5480
gen05 - gen25 0.566702014 1.963311 0.7782
gen05 - gen26 -1.006475865 1.852361 0.5978
gen05 - gen27 -0.658622917 1.608895 0.6902
gen05 - gen28 -0.261019117 1.963311 0.8966
gen05 - gen29 -0.684138682 1.984825 0.7368
gen05 - gen30 -0.500193587 1.994508 0.8066
gen06 - gen07 1.332523499 1.990728 0.5170
gen06 - gen08 -1.568263808 1.628410 0.3562
gen06 - gen09 -2.842071602 1.608895 0.1050
gen06 - gen10 -4.127506859 1.984825 0.0618
gen06 - gen11 -1.289047444 1.989952 0.5304
gen06 - gen12 -0.022222874 1.955002 0.9912
gen06 - gen13 0.834435232 1.982955 0.6820
gen06 - gen14 -0.486514119 1.608895 0.7680
gen06 - gen15 -0.333503140 1.945005 0.8670
gen06 - gen16 -2.149079993 1.963311 0.2970
gen06 - gen17 -1.562936022 1.914426 0.4316
gen06 - gen18 -2.487640003 1.994508 0.2382
gen06 - gen19 -3.096084754 1.852361 0.1228
gen06 - gen20 0.863639839 1.875113 0.6540
gen06 - gen21 0.195087133 1.955002 0.9224
gen06 - gen22 -0.968883942 1.994508 0.6366
gen06 - gen23 -0.418448419 1.826158 0.8230
gen06 - gen24 0.584792257 1.875113 0.7610
gen06 - gen25 -0.077745025 1.963311 0.9692
gen06 - gen26 -1.650922904 1.945005 0.4140
gen06 - gen27 -1.303069955 1.981614 0.5244
gen06 - gen28 -0.905466156 1.826158 0.6298
gen06 - gen29 -1.328585721 1.769964 0.4686
gen06 - gen30 -1.144640625 1.852361 0.5492
gen07 - gen08 -2.900787307 1.984825 0.1718
gen07 - gen09 -4.174595101 1.994508 0.0604
gen07 - gen10 -5.460030358 1.628410 0.0064
gen07 - gen11 -2.621570943 1.769964 0.1666
gen07 - gen12 -1.354746374 1.914426 0.4938
gen07 - gen13 -0.498088267 1.826158 0.7900
gen07 - gen14 -1.819037618 1.994508 0.3814
gen07 - gen15 -1.666026639 1.945005 0.4100
gen07 - gen16 -3.481603492 1.875113 0.0904
gen07 - gen17 -2.895459521 1.955002 0.1666
gen07 - gen18 -3.820163502 1.608895 0.0368
gen07 - gen19 -4.428608253 1.981614 0.0472
gen07 - gen20 -0.468883660 1.963311 0.8156
gen07 - gen21 -1.137436366 1.914426 0.5644
gen07 - gen22 -2.301407441 1.608895 0.1804
gen07 - gen23 -1.750971918 1.982955 0.3962
gen07 - gen24 -0.747731243 1.963311 0.7106
gen07 - gen25 -1.410268524 1.875113 0.4678
gen07 - gen26 -2.983446403 1.945005 0.1532
gen07 - gen27 -2.635593455 1.852361 0.1826
gen07 - gen28 -2.237989655 1.982955 0.2830
gen07 - gen29 -2.661109220 1.989952 0.2082
gen07 - gen30 -2.477164124 1.981614 0.2372
gen08 - gen09 -1.273807794 1.608895 0.4452
gen08 - gen10 -2.559243051 1.990728 0.2250
gen08 - gen11 0.279216364 1.982955 0.8906
gen08 - gen12 1.546040934 1.875113 0.4272
gen08 - gen13 2.402699040 1.955002 0.2448
gen08 - gen14 1.081749689 1.852361 0.5710
gen08 - gen15 1.234760668 1.852361 0.5188
gen08 - gen16 -0.580816184 1.984825 0.7752
gen08 - gen17 0.005327786 1.826158 0.9978
gen08 - gen18 -0.919376194 1.981614 0.6518
gen08 - gen19 -1.527820946 1.945005 0.4488
gen08 - gen20 2.431903647 1.955002 0.2394
gen08 - gen21 1.763350942 1.982955 0.3928
gen08 - gen22 0.599379866 1.994508 0.7694
gen08 - gen23 1.149815390 1.769964 0.5292
gen08 - gen24 2.153056065 1.628410 0.2130
gen08 - gen25 1.490518784 1.914426 0.4526
gen08 - gen26 -0.082659096 1.981614 0.9674
gen08 - gen27 0.265193853 1.994508 0.8966
gen08 - gen28 0.662797653 1.914426 0.7358
gen08 - gen29 0.239678088 1.826158 0.8980
gen08 - gen30 0.423623183 1.608895 0.7972
gen09 - gen10 -1.285435257 1.994508 0.5324
gen09 - gen11 1.553024158 1.994508 0.4526
gen09 - gen12 2.819848727 1.945005 0.1750
gen09 - gen13 3.676506834 1.981614 0.0906
gen09 - gen14 2.355557483 1.788631 0.2146
gen09 - gen15 2.508568462 1.922628 0.2186
gen09 - gen16 0.692991609 1.981614 0.7332
gen09 - gen17 1.279135580 1.852361 0.5042
gen09 - gen18 0.354431599 1.995995 0.8622
gen09 - gen19 -0.254013152 1.922628 0.8972
gen09 - gen20 3.705711441 1.945005 0.0832
gen09 - gen21 3.037158735 1.981614 0.1536
gen09 - gen22 1.873187660 2.001335 0.3694
gen09 - gen23 2.423623183 1.608895 0.1602
gen09 - gen24 3.426863858 1.852361 0.0914
gen09 - gen25 2.764326577 1.945005 0.1830
gen09 - gen26 1.191148698 1.975553 0.5588
gen09 - gen27 1.539001646 1.995995 0.4570
gen09 - gen28 1.936605446 1.852361 0.3182
gen09 - gen29 1.513485881 1.608895 0.3670
gen09 - gen30 1.697430977 1.788631 0.3630
gen10 - gen11 2.838459415 1.826158 0.1484
gen10 - gen12 4.105283985 1.963311 0.0606
gen10 - gen13 4.961942091 1.914426 0.0250
gen10 - gen14 3.640992740 1.981614 0.0932
gen10 - gen15 3.794003719 1.981614 0.0818
gen10 - gen16 1.978426866 1.628410 0.2498
gen10 - gen17 2.564570837 1.982955 0.2224
gen10 - gen18 1.639866856 1.852361 0.3950
gen10 - gen19 1.031422105 1.945005 0.6064
gen10 - gen20 4.991146698 1.914426 0.0244
gen10 - gen21 4.322593992 1.826158 0.0374
gen10 - gen22 3.158622917 1.608895 0.0754
gen10 - gen23 3.709058440 1.989952 0.0892
gen10 - gen24 4.712299116 1.984825 0.0368
gen10 - gen25 4.049761834 1.955002 0.0626
gen10 - gen26 2.476583955 1.852361 0.2082
gen10 - gen27 2.824436904 1.608895 0.1070
gen10 - gen28 3.222040704 1.955002 0.1276
gen10 - gen29 2.798921138 1.982955 0.1858
gen10 - gen30 2.982866234 1.994508 0.1630
gen11 - gen12 1.266824570 1.875113 0.5132
gen11 - gen13 2.123482676 1.628410 0.2188
gen11 - gen14 0.802533325 1.994508 0.6952
gen11 - gen15 0.955544304 1.945005 0.6328
gen11 - gen16 -0.860032549 1.914426 0.6620
gen11 - gen17 -0.273888578 1.963311 0.8916
gen11 - gen18 -1.198592559 1.608895 0.4720
gen11 - gen19 -1.807037310 1.981614 0.3814
gen11 - gen20 2.152687283 1.955002 0.2944
gen11 - gen21 1.484134577 1.875113 0.4454
gen11 - gen22 0.320163502 1.608895 0.8458
gen11 - gen23 0.870599025 1.984825 0.6694
gen11 - gen24 1.873839701 1.955002 0.3584
gen11 - gen25 1.211302419 1.914426 0.5398
gen11 - gen26 -0.361875460 1.945005 0.8558
gen11 - gen27 -0.014022512 1.852361 0.9940
gen11 - gen28 0.383581288 1.984825 0.8502
gen11 - gen29 -0.039538277 1.990728 0.9846
gen11 - gen30 0.144406819 1.981614 0.9432
gen12 - gen13 0.856658107 1.628410 0.6092
gen12 - gen14 -0.464291244 1.981614 0.8190
gen12 - gen15 -0.311280266 1.608895 0.8502
gen12 - gen16 -2.126857118 1.984825 0.3068
gen12 - gen17 -1.540713148 1.826158 0.4168
gen12 - gen18 -2.465417128 1.852361 0.2102
gen12 - gen19 -3.073861880 1.994508 0.1516
gen12 - gen20 0.885862713 1.989952 0.6648
gen12 - gen21 0.217310008 1.982955 0.9148
gen12 - gen22 -0.946661068 1.945005 0.6360
gen12 - gen23 -0.396225544 1.914426 0.8398
gen12 - gen24 0.607015131 1.628410 0.7164
gen12 - gen25 -0.055522150 1.769964 0.9756
gen12 - gen26 -1.628700029 1.994508 0.4314
gen12 - gen27 -1.280847081 1.981614 0.5312
gen12 - gen28 -0.883243281 1.984825 0.6650
gen12 - gen29 -1.306362846 1.963311 0.5196
gen12 - gen30 -1.122417751 1.852361 0.5568
gen13 - gen14 -1.320949351 1.994508 0.5214
gen13 - gen15 -1.167938372 1.852361 0.5412
gen13 - gen16 -2.983515225 1.963311 0.1568
gen13 - gen17 -2.397371254 1.914426 0.2364
gen13 - gen18 -3.322075235 1.608895 0.0634
gen13 - gen19 -3.930519986 1.994508 0.0744
gen13 - gen20 0.029204607 1.982955 0.9886
gen13 - gen21 -0.639348099 1.955002 0.7498
gen13 - gen22 -1.803319174 1.852361 0.3512
gen13 - gen23 -1.252883651 1.963311 0.5364
gen13 - gen24 -0.249642975 1.875113 0.8964
gen13 - gen25 -0.912180257 1.826158 0.6272
gen13 - gen26 -2.485358136 1.981614 0.2358
gen13 - gen27 -2.137505188 1.945005 0.2952
gen13 - gen28 -1.739901388 1.990728 0.4008
gen13 - gen29 -2.163020953 1.984825 0.2992
gen13 - gen30 -1.979075857 1.945005 0.3308
gen14 - gen15 0.153010979 1.975553 0.9396
gen14 - gen16 -1.662565874 1.945005 0.4108
gen14 - gen17 -1.076421903 1.945005 0.5910
gen14 - gen18 -2.001125884 2.001335 0.3388
gen14 - gen19 -2.609570635 1.788631 0.1726
gen14 - gen20 1.350153958 1.852361 0.4814
gen14 - gen21 0.681601252 1.945005 0.7326
gen14 - gen22 -0.482369823 1.995995 0.8134
gen14 - gen23 0.068065700 1.852361 0.9714
gen14 - gen24 1.071306376 1.945005 0.5928
gen14 - gen25 0.408769094 1.981614 0.8404
gen14 - gen26 -1.164408785 1.922628 0.5570
gen14 - gen27 -0.816555837 1.975553 0.6874
gen14 - gen28 -0.418952037 1.608895 0.7994
gen14 - gen29 -0.842071602 1.608895 0.6110
gen14 - gen30 -0.658126506 1.922628 0.7386
gen15 - gen16 -1.815576852 1.994508 0.3822
gen15 - gen17 -1.229432882 1.608895 0.4608
gen15 - gen18 -2.154136863 1.922628 0.2864
gen15 - gen19 -2.762581614 1.995995 0.1938
gen15 - gen20 1.197142979 1.994508 0.5606
gen15 - gen21 0.528590274 1.994508 0.7958
gen15 - gen22 -0.635380802 1.975553 0.7538
gen15 - gen23 -0.084945279 1.852361 0.9642
gen15 - gen24 0.918295397 1.608895 0.5796
gen15 - gen25 0.255758115 1.608895 0.8766
gen15 - gen26 -1.317419764 2.001335 0.5240
gen15 - gen27 -0.969566815 1.995995 0.6366
gen15 - gen28 -0.571963015 1.981614 0.7782
gen15 - gen29 -0.995082580 1.945005 0.6190
gen15 - gen30 -0.811137485 1.788631 0.6590
gen16 - gen17 0.586143971 1.989952 0.7738
gen16 - gen18 -0.338560010 1.945005 0.8650
gen16 - gen19 -0.947004761 1.852361 0.6192
gen16 - gen20 3.012719832 1.826158 0.1272
gen16 - gen21 2.344167126 1.769964 0.2122
gen16 - gen22 1.180196051 1.852361 0.5370
gen16 - gen23 1.730631574 1.982955 0.4014
gen16 - gen24 2.733872249 1.990728 0.1970
gen16 - gen25 2.071334968 1.982955 0.3186
gen16 - gen26 0.498157089 1.608895 0.7626
gen16 - gen27 0.846010037 1.608895 0.6094
gen16 - gen28 1.243613837 1.875113 0.5208
gen16 - gen29 0.820494272 1.955002 0.6828
gen16 - gen30 1.004439367 1.994508 0.6244
gen17 - gen18 -0.924703981 1.945005 0.6438
gen17 - gen19 -1.533148732 1.981614 0.4554
gen17 - gen20 2.426575861 1.984825 0.2470
gen17 - gen21 1.758023155 1.990728 0.3960
gen17 - gen22 0.594052080 1.981614 0.7700
gen17 - gen23 1.144487603 1.628410 0.4968
gen17 - gen24 2.147728279 1.769964 0.2504
gen17 - gen25 1.485190997 1.628410 0.3812
gen17 - gen26 -0.087986882 1.994508 0.9656
gen17 - gen27 0.259866067 1.994508 0.8986
gen17 - gen28 0.657469866 1.955002 0.7430
gen17 - gen29 0.234350301 1.875113 0.9028
gen17 - gen30 0.418295397 1.608895 0.7996
gen18 - gen19 -0.608444751 1.995995 0.7662
gen18 - gen20 3.351279842 1.981614 0.1190
gen18 - gen21 2.682727136 1.945005 0.1952
gen18 - gen22 1.518756061 1.788631 0.4140
gen18 - gen23 2.069191584 1.981614 0.3188
gen18 - gen24 3.072432259 1.945005 0.1424
gen18 - gen25 2.409894978 1.852361 0.2198
gen18 - gen26 0.836717099 1.975553 0.6800
gen18 - gen27 1.184570047 1.922628 0.5504
gen18 - gen28 1.582173847 1.994508 0.4444
gen18 - gen29 1.159054282 1.994508 0.5728
gen18 - gen30 1.342999377 1.975553 0.5106
gen19 - gen20 3.959724593 1.608895 0.0316
gen19 - gen21 3.291171887 1.852361 0.1032
gen19 - gen22 2.127200812 1.975553 0.3046
gen19 - gen23 2.677636335 1.945005 0.1960
gen19 - gen24 3.680877011 1.981614 0.0902
gen19 - gen25 3.018339729 1.994508 0.1584
gen19 - gen26 1.445161850 1.788631 0.4362
gen19 - gen27 1.793014799 1.922628 0.3710
gen19 - gen28 2.190618598 1.608895 0.2006
gen19 - gen29 1.767499033 1.852361 0.3604
gen19 - gen30 1.951444129 1.975553 0.3444
gen20 - gen21 -0.668552706 1.628410 0.6892
gen20 - gen22 -1.832523781 1.945005 0.3664
gen20 - gen23 -1.282088258 1.963311 0.5272
gen20 - gen24 -0.278847582 1.982955 0.8908
gen20 - gen25 -0.941384864 1.990728 0.6456
gen20 - gen26 -2.514562743 1.608895 0.1464
gen20 - gen27 -2.166709795 1.852361 0.2668
gen20 - gen28 -1.769105995 1.826158 0.3534
gen20 - gen29 -2.192225560 1.914426 0.2764
gen20 - gen30 -2.008280464 1.981614 0.3326
gen21 - gen22 -1.163971075 1.852361 0.5426
gen21 - gen23 -0.613535552 1.984825 0.7630
gen21 - gen24 0.389705123 1.989952 0.8484
gen21 - gen25 -0.272832158 1.984825 0.8932
gen21 - gen26 -1.846010037 1.608895 0.2756
gen21 - gen27 -1.498157089 1.608895 0.3718
gen21 - gen28 -1.100553289 1.914426 0.5770
gen21 - gen29 -1.523672854 1.963311 0.4540
gen21 - gen30 -1.339727759 1.994508 0.5156
gen22 - gen23 0.550435523 1.994508 0.7876
gen22 - gen24 1.553676199 1.981614 0.4496
gen22 - gen25 0.891138917 1.945005 0.6558
gen22 - gen26 -0.682038962 1.922628 0.7294
gen22 - gen27 -0.334186013 1.788631 0.8552
gen22 - gen28 0.063417786 1.981614 0.9750
gen22 - gen29 -0.359701779 1.994508 0.8602
gen22 - gen30 -0.175756683 1.995995 0.9314
gen23 - gen24 1.003240675 1.826158 0.5938
gen23 - gen25 0.340703394 1.875113 0.8592
gen23 - gen26 -1.232474485 1.981614 0.5466
gen23 - gen27 -0.884621537 1.994508 0.6660
gen23 - gen28 -0.487017737 1.875113 0.7998
gen23 - gen29 -0.910137302 1.628410 0.5874
gen23 - gen30 -0.726192206 1.608895 0.6604
gen24 - gen25 -0.662537281 1.826158 0.7236
gen24 - gen26 -2.235715160 1.994508 0.2862
gen24 - gen27 -1.887862212 1.994508 0.3642
gen24 - gen28 -1.490258412 1.963311 0.4638
gen24 - gen29 -1.913377977 1.914426 0.3390
gen24 - gen30 -1.729432882 1.608895 0.3054
gen25 - gen26 -1.573177879 1.994508 0.4470
gen25 - gen27 -1.225324931 1.981614 0.5490
gen25 - gen28 -0.827721131 1.982955 0.6844
gen25 - gen29 -1.250840696 1.955002 0.5354
gen25 - gen30 -1.066895600 1.852361 0.5762
gen26 - gen27 0.347852948 1.788631 0.8494
gen26 - gen28 0.745456748 1.852361 0.6950
gen26 - gen29 0.322337183 1.945005 0.8714
gen26 - gen30 0.506282279 1.995995 0.8044
gen27 - gen28 0.397603800 1.945005 0.8418
gen27 - gen29 -0.025515765 1.981614 0.9900
gen27 - gen30 0.158429330 2.001335 0.9384
gen28 - gen29 -0.423119565 1.628410 0.7998
gen28 - gen30 -0.239174470 1.945005 0.9044
gen29 - gen30 0.183945095 1.852361 0.9226
$means
yield yield.adj SE r std Min Max Q25 Q50 Q75
gen01 7.5 6.702668 1.418665 2 0.7071068 7 8 7.25 7.5 7.75
gen02 3.5 3.858485 1.424506 2 3.5355339 1 6 2.25 3.5 4.75
gen03 3.5 3.680560 1.418665 2 3.5355339 1 6 2.25 3.5 4.75
gen04 5.0 3.769153 1.418665 2 1.4142136 4 6 4.50 5.0 5.50
gen05 4.5 4.236467 1.418665 2 4.9497475 1 8 2.75 4.5 6.25
gen06 3.5 3.592020 1.418665 2 2.1213203 2 5 2.75 3.5 4.25
gen07 3.5 2.259497 1.418665 2 2.1213203 2 5 2.75 3.5 4.25
gen08 5.0 5.160284 1.418665 2 1.4142136 4 6 4.50 5.0 5.50
gen09 6.5 6.434092 1.424506 2 0.7071068 6 7 6.25 6.5 6.75
gen10 7.0 7.719527 1.418665 2 2.8284271 5 9 6.00 7.0 8.00
gen11 3.5 4.881068 1.418665 2 2.1213203 2 5 2.75 3.5 4.25
gen12 3.5 3.614243 1.418665 2 0.7071068 3 4 3.25 3.5 3.75
gen13 3.5 2.757585 1.418665 2 2.1213203 2 5 2.75 3.5 4.25
gen14 3.5 4.078535 1.424506 2 2.1213203 2 5 2.75 3.5 4.25
gen15 3.0 3.925524 1.424506 2 2.8284271 1 5 2.00 3.0 4.00
gen16 5.0 5.741100 1.418665 2 1.4142136 4 6 4.50 5.0 5.50
gen17 5.5 5.154956 1.418665 2 2.1213203 4 7 4.75 5.5 6.25
gen18 7.0 6.079660 1.424506 2 0.0000000 7 7 7.00 7.0 7.00
gen19 8.0 6.688105 1.424506 2 1.4142136 7 9 7.50 8.0 8.50
gen20 2.5 2.728381 1.418665 2 2.1213203 1 4 1.75 2.5 3.25
gen21 4.0 3.396933 1.418665 2 4.2426407 1 7 2.50 4.0 5.50
gen22 3.5 4.560904 1.424506 2 3.5355339 1 6 2.25 3.5 4.75
gen23 5.0 4.010469 1.418665 2 1.4142136 4 6 4.50 5.0 5.50
gen24 2.5 3.007228 1.418665 2 2.1213203 1 4 1.75 2.5 3.25
gen25 2.5 3.669765 1.418665 2 0.7071068 2 3 2.25 2.5 2.75
gen26 4.5 5.242943 1.424506 2 3.5355339 2 7 3.25 4.5 5.75
gen27 5.5 4.895090 1.424506 2 4.9497475 2 9 3.75 5.5 7.25
gen28 4.0 4.497487 1.418665 2 2.8284271 2 6 3.00 4.0 5.00
gen29 4.5 4.920606 1.418665 2 2.1213203 3 6 3.75 4.5 5.25
gen30 5.5 4.736661 1.424506 2 0.7071068 5 6 5.25 5.5 5.75
$groups
yield.adj groups
gen10 7.719527 a
gen01 6.702668 ab
gen19 6.688105 ab
gen09 6.434092 abc
gen18 6.079660 abc
gen16 5.741100 abc
gen26 5.242943 abc
gen08 5.160284 abc
gen17 5.154956 abc
gen29 4.920606 abc
gen27 4.895090 abc
gen11 4.881068 abc
gen30 4.736661 abc
gen22 4.560904 abc
gen28 4.497487 abc
gen05 4.236467 abc
gen14 4.078535 abc
gen23 4.010469 abc
gen15 3.925524 abc
gen02 3.858485 abc
gen04 3.769153 abc
gen03 3.680560 abc
gen25 3.669765 abc
gen12 3.614243 abc
gen06 3.592020 abc
gen21 3.396933 bc
gen24 3.007228 bc
gen13 2.757585 bc
gen20 2.728381 c
gen07 2.259497 c
$vartau
[,1] [,2] [,3] [,4] [,5] [,6]
[1,] 2.01260952 0.03188288 0.04655440 0.34518357 0.18009671 0.18009671
[2,] 0.03188288 2.02921724 0.72664106 0.03188288 0.12939052 0.05751596
[3,] 0.04655440 0.72664106 2.01260952 0.03111061 0.18009671 0.04284445
[4,] 0.34518357 0.03188288 0.03111061 2.01260952 0.10159224 0.68674950
[5,] 0.18009671 0.12939052 0.18009671 0.10159224 2.01260952 0.04655440
[6,] 0.18009671 0.05751596 0.04284445 0.68674950 0.04655440 2.01260952
[7,] 0.10159224 0.30529201 0.68674950 0.04284445 0.34518357 0.03111061
[8,] 0.08531425 0.12939052 0.08531425 0.25458582 0.03265515 0.68674950
[9,] 0.12939052 0.07781324 0.05751596 0.30529201 0.03188288 0.72664106
[10,] 0.25458582 0.12939052 0.25458582 0.08531425 0.44622394 0.04284445
[11,] 0.08531425 0.30529201 0.34518357 0.04655440 0.68674950 0.03265515
[12,] 0.03111061 0.72664106 0.34518357 0.04655440 0.10159224 0.10159224
[13,] 0.04284445 0.72664106 0.44622394 0.03265515 0.25458582 0.04655440
[14,] 0.30529201 0.03721868 0.03188288 0.72664106 0.05751596 0.72664106
[15,] 0.03188288 0.42961621 0.30529201 0.05751596 0.05751596 0.12939052
[16,] 0.68674950 0.05751596 0.10159224 0.18009671 0.34518357 0.08531425
[17,] 0.04655440 0.30529201 0.25458582 0.08531425 0.04284445 0.18009671
[18,] 0.05751596 0.42961621 0.72664106 0.03188288 0.30529201 0.03188288
[19,] 0.72664106 0.02654707 0.03188288 0.72664106 0.12939052 0.30529201
[20,] 0.44622394 0.03188288 0.04284445 0.68674950 0.25458582 0.25458582
[21,] 0.34518357 0.05751596 0.08531425 0.25458582 0.68674950 0.10159224
[22,] 0.12939052 0.18096780 0.30529201 0.05751596 0.72664106 0.03188288
[23,] 0.10159224 0.12939052 0.10159224 0.18009671 0.03111061 0.34518357
[24,] 0.04284445 0.30529201 0.18009671 0.10159224 0.04655440 0.25458582
[25,] 0.03265515 0.72664106 0.68674950 0.04284445 0.08531425 0.08531425
[26,] 0.72664106 0.03721868 0.05751596 0.30529201 0.30529201 0.12939052
[27,] 0.30529201 0.07781324 0.12939052 0.12939052 0.72664106 0.05751596
[28,] 0.68674950 0.03188288 0.03265515 0.44622394 0.08531425 0.34518357
[29,] 0.25458582 0.05751596 0.04655440 0.34518357 0.04284445 0.44622394
[30,] 0.05751596 0.18096780 0.12939052 0.12939052 0.03188288 0.30529201
[,7] [,8] [,9] [,10] [,11] [,12]
[1,] 0.10159224 0.08531425 0.12939052 0.25458582 0.08531425 0.03111061
[2,] 0.30529201 0.12939052 0.07781324 0.12939052 0.30529201 0.72664106
[3,] 0.68674950 0.08531425 0.05751596 0.25458582 0.34518357 0.34518357
[4,] 0.04284445 0.25458582 0.30529201 0.08531425 0.04655440 0.04655440
[5,] 0.34518357 0.03265515 0.03188288 0.44622394 0.68674950 0.10159224
[6,] 0.03111061 0.68674950 0.72664106 0.04284445 0.03265515 0.10159224
[7,] 2.01260952 0.04284445 0.03188288 0.68674950 0.44622394 0.18009671
[8,] 0.04284445 2.01260952 0.72664106 0.03111061 0.04655440 0.25458582
[9,] 0.03188288 0.72664106 2.02921724 0.03188288 0.03188288 0.12939052
[10,] 0.68674950 0.03111061 0.03188288 2.01260952 0.34518357 0.08531425
[11,] 0.44622394 0.04655440 0.03188288 0.34518357 2.01260952 0.25458582
[12,] 0.18009671 0.25458582 0.12939052 0.08531425 0.25458582 2.01260952
[13,] 0.34518357 0.10159224 0.05751596 0.18009671 0.68674950 0.68674950
[14,] 0.03188288 0.30529201 0.42961621 0.05751596 0.03188288 0.05751596
[15,] 0.12939052 0.30529201 0.18096780 0.05751596 0.12939052 0.72664106
[16,] 0.25458582 0.04284445 0.05751596 0.68674950 0.18009671 0.04284445
[17,] 0.10159224 0.34518357 0.30529201 0.04655440 0.08531425 0.34518357
[18,] 0.72664106 0.05751596 0.03721868 0.30529201 0.72664106 0.30529201
[19,] 0.05751596 0.12939052 0.18096780 0.12939052 0.05751596 0.03188288
[20,] 0.08531425 0.10159224 0.12939052 0.18009671 0.10159224 0.03265515
[21,] 0.18009671 0.04655440 0.05751596 0.34518357 0.25458582 0.04655440
[22,] 0.72664106 0.03188288 0.02654707 0.72664106 0.72664106 0.12939052
[23,] 0.04655440 0.44622394 0.72664106 0.03265515 0.04284445 0.18009671
[24,] 0.08531425 0.68674950 0.30529201 0.04284445 0.10159224 0.68674950
[25,] 0.25458582 0.18009671 0.12939052 0.10159224 0.18009671 0.44622394
[26,] 0.12939052 0.05751596 0.07781324 0.30529201 0.12939052 0.03188288
[27,] 0.30529201 0.03188288 0.03721868 0.72664106 0.30529201 0.05751596
[28,] 0.04655440 0.18009671 0.30529201 0.10159224 0.04284445 0.04284445
[29,] 0.03265515 0.34518357 0.72664106 0.04655440 0.03111061 0.08531425
[30,] 0.05751596 0.72664106 0.42961621 0.03188288 0.05751596 0.30529201
[,13] [,14] [,15] [,16] [,17] [,18]
[1,] 0.04284445 0.30529201 0.03188288 0.68674950 0.04655440 0.05751596
[2,] 0.72664106 0.03721868 0.42961621 0.05751596 0.30529201 0.42961621
[3,] 0.44622394 0.03188288 0.30529201 0.10159224 0.25458582 0.72664106
[4,] 0.03265515 0.72664106 0.05751596 0.18009671 0.08531425 0.03188288
[5,] 0.25458582 0.05751596 0.05751596 0.34518357 0.04284445 0.30529201
[6,] 0.04655440 0.72664106 0.12939052 0.08531425 0.18009671 0.03188288
[7,] 0.34518357 0.03188288 0.12939052 0.25458582 0.10159224 0.72664106
[8,] 0.10159224 0.30529201 0.30529201 0.04284445 0.34518357 0.05751596
[9,] 0.05751596 0.42961621 0.18096780 0.05751596 0.30529201 0.03721868
[10,] 0.18009671 0.05751596 0.05751596 0.68674950 0.04655440 0.30529201
[11,] 0.68674950 0.03188288 0.12939052 0.18009671 0.08531425 0.72664106
[12,] 0.68674950 0.05751596 0.72664106 0.04284445 0.34518357 0.30529201
[13,] 2.01260952 0.03188288 0.30529201 0.08531425 0.18009671 0.72664106
[14,] 0.03188288 2.02921724 0.07781324 0.12939052 0.12939052 0.02654707
[15,] 0.30529201 0.07781324 2.02921724 0.03188288 0.72664106 0.18096780
[16,] 0.08531425 0.12939052 0.03188288 2.01260952 0.03265515 0.12939052
[17,] 0.18009671 0.12939052 0.72664106 0.03265515 2.01260952 0.12939052
[18,] 0.72664106 0.02654707 0.18096780 0.12939052 0.12939052 2.02921724
[19,] 0.03188288 0.42961621 0.03721868 0.30529201 0.05751596 0.03721868
[20,] 0.04655440 0.30529201 0.03188288 0.34518357 0.04284445 0.05751596
[21,] 0.10159224 0.12939052 0.03188288 0.44622394 0.03111061 0.12939052
[22,] 0.30529201 0.03721868 0.07781324 0.30529201 0.05751596 0.42961621
[23,] 0.08531425 0.30529201 0.30529201 0.04655440 0.68674950 0.05751596
[24,] 0.25458582 0.12939052 0.72664106 0.03111061 0.44622394 0.12939052
[25,] 0.34518357 0.05751596 0.72664106 0.04655440 0.68674950 0.30529201
[26,] 0.05751596 0.18096780 0.02654707 0.72664106 0.03188288 0.07781324
[27,] 0.12939052 0.07781324 0.03721868 0.72664106 0.03188288 0.18096780
[28,] 0.03111061 0.72664106 0.05751596 0.25458582 0.10159224 0.03188288
[29,] 0.04284445 0.72664106 0.12939052 0.10159224 0.25458582 0.03188288
[30,] 0.12939052 0.18096780 0.42961621 0.03188288 0.72664106 0.07781324
[,19] [,20] [,21] [,22] [,23] [,24]
[1,] 0.72664106 0.44622394 0.34518357 0.12939052 0.10159224 0.04284445
[2,] 0.02654707 0.03188288 0.05751596 0.18096780 0.12939052 0.30529201
[3,] 0.03188288 0.04284445 0.08531425 0.30529201 0.10159224 0.18009671
[4,] 0.72664106 0.68674950 0.25458582 0.05751596 0.18009671 0.10159224
[5,] 0.12939052 0.25458582 0.68674950 0.72664106 0.03111061 0.04655440
[6,] 0.30529201 0.25458582 0.10159224 0.03188288 0.34518357 0.25458582
[7,] 0.05751596 0.08531425 0.18009671 0.72664106 0.04655440 0.08531425
[8,] 0.12939052 0.10159224 0.04655440 0.03188288 0.44622394 0.68674950
[9,] 0.18096780 0.12939052 0.05751596 0.02654707 0.72664106 0.30529201
[10,] 0.12939052 0.18009671 0.34518357 0.72664106 0.03265515 0.04284445
[11,] 0.05751596 0.10159224 0.25458582 0.72664106 0.04284445 0.10159224
[12,] 0.03188288 0.03265515 0.04655440 0.12939052 0.18009671 0.68674950
[13,] 0.03188288 0.04655440 0.10159224 0.30529201 0.08531425 0.25458582
[14,] 0.42961621 0.30529201 0.12939052 0.03721868 0.30529201 0.12939052
[15,] 0.03721868 0.03188288 0.03188288 0.07781324 0.30529201 0.72664106
[16,] 0.30529201 0.34518357 0.44622394 0.30529201 0.04655440 0.03111061
[17,] 0.05751596 0.04284445 0.03111061 0.05751596 0.68674950 0.44622394
[18,] 0.03721868 0.05751596 0.12939052 0.42961621 0.05751596 0.12939052
[19,] 2.02921724 0.72664106 0.30529201 0.07781324 0.12939052 0.05751596
[20,] 0.72664106 2.01260952 0.68674950 0.12939052 0.08531425 0.04655440
[21,] 0.30529201 0.68674950 2.01260952 0.30529201 0.04284445 0.03265515
[22,] 0.07781324 0.12939052 0.30529201 2.02921724 0.03188288 0.05751596
[23,] 0.12939052 0.08531425 0.04284445 0.03188288 2.01260952 0.34518357
[24,] 0.05751596 0.04655440 0.03265515 0.05751596 0.34518357 2.01260952
[25,] 0.03188288 0.03111061 0.04284445 0.12939052 0.25458582 0.34518357
[26,] 0.42961621 0.72664106 0.72664106 0.18096780 0.05751596 0.03188288
[27,] 0.18096780 0.30529201 0.72664106 0.42961621 0.03188288 0.03188288
[28,] 0.72664106 0.34518357 0.18009671 0.05751596 0.25458582 0.08531425
[29,] 0.30529201 0.18009671 0.08531425 0.03188288 0.68674950 0.18009671
[30,] 0.07781324 0.05751596 0.03188288 0.03721868 0.72664106 0.72664106
[,25] [,26] [,27] [,28] [,29] [,30]
[1,] 0.03265515 0.72664106 0.30529201 0.68674950 0.25458582 0.05751596
[2,] 0.72664106 0.03721868 0.07781324 0.03188288 0.05751596 0.18096780
[3,] 0.68674950 0.05751596 0.12939052 0.03265515 0.04655440 0.12939052
[4,] 0.04284445 0.30529201 0.12939052 0.44622394 0.34518357 0.12939052
[5,] 0.08531425 0.30529201 0.72664106 0.08531425 0.04284445 0.03188288
[6,] 0.08531425 0.12939052 0.05751596 0.34518357 0.44622394 0.30529201
[7,] 0.25458582 0.12939052 0.30529201 0.04655440 0.03265515 0.05751596
[8,] 0.18009671 0.05751596 0.03188288 0.18009671 0.34518357 0.72664106
[9,] 0.12939052 0.07781324 0.03721868 0.30529201 0.72664106 0.42961621
[10,] 0.10159224 0.30529201 0.72664106 0.10159224 0.04655440 0.03188288
[11,] 0.18009671 0.12939052 0.30529201 0.04284445 0.03111061 0.05751596
[12,] 0.44622394 0.03188288 0.05751596 0.04284445 0.08531425 0.30529201
[13,] 0.34518357 0.05751596 0.12939052 0.03111061 0.04284445 0.12939052
[14,] 0.05751596 0.18096780 0.07781324 0.72664106 0.72664106 0.18096780
[15,] 0.72664106 0.02654707 0.03721868 0.05751596 0.12939052 0.42961621
[16,] 0.04655440 0.72664106 0.72664106 0.25458582 0.10159224 0.03188288
[17,] 0.68674950 0.03188288 0.03188288 0.10159224 0.25458582 0.72664106
[18,] 0.30529201 0.07781324 0.18096780 0.03188288 0.03188288 0.07781324
[19,] 0.03188288 0.42961621 0.18096780 0.72664106 0.30529201 0.07781324
[20,] 0.03111061 0.72664106 0.30529201 0.34518357 0.18009671 0.05751596
[21,] 0.04284445 0.72664106 0.72664106 0.18009671 0.08531425 0.03188288
[22,] 0.12939052 0.18096780 0.42961621 0.05751596 0.03188288 0.03721868
[23,] 0.25458582 0.05751596 0.03188288 0.25458582 0.68674950 0.72664106
[24,] 0.34518357 0.03188288 0.03188288 0.08531425 0.18009671 0.72664106
[25,] 2.01260952 0.03188288 0.05751596 0.04655440 0.10159224 0.30529201
[26,] 0.03188288 2.02921724 0.42961621 0.30529201 0.12939052 0.03721868
[27,] 0.05751596 0.42961621 2.02921724 0.12939052 0.05751596 0.02654707
[28,] 0.04655440 0.30529201 0.12939052 2.01260952 0.68674950 0.12939052
[29,] 0.10159224 0.12939052 0.05751596 0.68674950 2.01260952 0.30529201
[30,] 0.30529201 0.03721868 0.02654707 0.12939052 0.30529201 2.02921724
attr(,"class")
[1] "group"